Deep Reinforcement Learning with Memory

Agents trained with deep reinforcement learning can benefit from long-term memory, improving reasoning capabilities just as it does in humans. In this talk, I will give an overview of my research on combining long-term memory with deep reinforcement learning, and some recent and surprising findings suggesting the emergence of fear in our memory-endowed agents.